Gage locations

USGS2 and DS2 have the same coordinates. USGS1 and DS3 have the same coordinates.

Hydrographs

Notes on gages: So far DS2 and DS3 have not been used. US1 and DS1 are mostly point measurements.

Streamflow differencing between each gage

DS1 minus US1 (uppermost)

Average DS1 minus US1 difference

## [1] 0.03090149
Year Avg streamflow difference (m3/s)
2011 0.0232853
2012 0.0138214
2013 0.0334710
2014 0.0497037
2015 0.0665000
2016 NaN
2017 NaN
2018 NaN
2019 NaN
2020 NaN

USGS2 minus DS1

Average USGS2 minus DS1 difference

## [1] 0.04210856
Year Avg streamflow difference (m3/s)
2011 0.0363444
2012 0.0106020
2013 0.0944612
2014 NaN
2015 NaN
2016 NaN
2017 NaN
2018 NaN
2019 NaN
2020 NaN

USGS1 minus USGS2

Average USGS1 minus USGS2 difference

## [1] -0.0001941755
Year Avg streamflow difference (m3/s)
2011 -0.0231274
2012 0.0108739
2013 0.0138716
2014 NaN
2015 NaN
2016 NaN
2017 NaN
2018 NaN
2019 NaN
2020 NaN

Sum of losses between USGS1 and USGS2

Year Month Monthly sum of losses (m3/s)
2011 4 -0.3270991
2011 5 -1.0456047
2011 6 -3.5999679
2011 7 0.0700276
2011 8 0.6986662
2011 9 -0.0434309
2012 4 1.9742787
2012 5 0.4860510
2012 6 0.1782581
2012 8 0.2018424
2012 9 -0.0854056
2013 5 2.4741706
2013 6 -0.5456931
2013 7 -0.3966977
2013 8 -0.5607375

Incorporating pumping

Precip

Compare Niwot SNOTEL precip to prism pixel

Original prism and Niwot SNOTEL precip comaprison

## [1] 5.491975
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -63.69000  -1.15000   0.00000  -0.04368   0.57000  61.28000

Prism shift 1 day and Niwot SNOTEL precip

## [1] 1.59985
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -17.15000  -0.30250   0.00000  -0.04274   0.00000  13.21000

Prism shift by fraction and Niwot SNOTEL precip

## [1] 1.593782
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -17.33694  -0.32569   0.00000  -0.04276   0.00000  14.45982

Compare prism solar rad to flux solar rad

Original Prism and Niwot flux tower solar rad

## [1] 18.9308
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -47.120 -21.880 -16.441 -17.356 -12.148   5.821

Prism shift by 1 day versus Niwot flux tower solar rad

## [1] 19.71444
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  -59.53  -23.08  -16.34  -17.36  -11.26   12.51

Prism shift by fraction versus Niwot flux tower solar rad

## [1] 18.74241
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -48.055 -21.589 -16.360 -17.357 -12.443   4.276

Daymet (original) versus Niwot flux tower solar rad

## [1] 22.91598
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  -66.68  -26.98  -18.32  -19.46  -11.16   17.04